Triple

T22004165
Position Surface form Disambiguated ID Type / Status
Subject Sandglass E543404 entity
Predicate hasCastMember P2308 FINISHED
Object Kim Kyu-chul (actor)
Kim Kyu-chul is a South Korean actor best known for his work in acclaimed television dramas and films since the 1990s.
E1520588 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Kim Kyu-chul (actor) | Statement: [Sandglass, hasCastMember, Kim Kyu-chul (actor)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kim Kyu-chul (actor)
Context triple: [Sandglass, hasCastMember, Kim Kyu-chul (actor)]
  • A. Kim Young-chul (actor)
    Kim Young-chul is a South Korean actor known for his powerful supporting and villainous roles in film and television dramas.
  • B. Kim Eung-soo (actor)
    Kim Eung-soo is a South Korean character actor known for his versatile supporting roles in film and television dramas.
  • C. Kim In-moon (actor)
    Kim In-moon was a South Korean actor known for his character roles in film and television, including a notable appearance in the acclaimed drama series "Sandglass."
  • D. Kim Byung-se (actor)
    Kim Byung-se is a South Korean actor known for his supporting roles in popular television dramas and films, often portraying charismatic or comedic characters.
  • E. Kim Seung-woo (actor)
    Kim Seung-woo is a South Korean actor known for his prominent roles in film and television, particularly in acclaimed dramas of the 1990s and 2000s.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Kim Kyu-chul (actor)
Triple: [Sandglass, hasCastMember, Kim Kyu-chul (actor)]
Generated description
Kim Kyu-chul is a South Korean actor best known for his work in acclaimed television dramas and films since the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kim Kyu-chul (actor)
Target entity description: Kim Kyu-chul is a South Korean actor best known for his work in acclaimed television dramas and films since the 1990s.
  • A. Kim Young-chul (actor)
    Kim Young-chul is a South Korean actor known for his powerful supporting and villainous roles in film and television dramas.
  • B. Kim Eung-soo (actor)
    Kim Eung-soo is a South Korean character actor known for his versatile supporting roles in film and television dramas.
  • C. Kim In-moon (actor)
    Kim In-moon was a South Korean actor known for his character roles in film and television, including a notable appearance in the acclaimed drama series "Sandglass."
  • D. Kim Byung-se (actor)
    Kim Byung-se is a South Korean actor known for his supporting roles in popular television dramas and films, often portraying charismatic or comedic characters.
  • E. Kim Seung-woo (actor)
    Kim Seung-woo is a South Korean actor known for his prominent roles in film and television, particularly in acclaimed dramas of the 1990s and 2000s.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e11e2c814c8190837d072789000486 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1276cab5c8190ac1236fde7e0394a completed April 28, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f0869088190ba060fd6a75db339 completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a932243cc8190b015bdf9a6d97fd0 completed May 18, 2026, 4:18 a.m.
NED2 Entity disambiguation (via description) batch_6a0a93a6adbc8190b7075d7ce81fb943 completed May 18, 2026, 4:20 a.m.
Created at: April 16, 2026, 8:20 p.m.